JacobHA

gflownet-rl

Repository for "Generative Flow Networks as Entropy-Regularized RL" (AISTATS-2024, Oral)

iaifi-summer-school-2024

BARL

Base Agents for Reinforcement Learning

simharness

An open-source Reinforcement Learning (RL) harness written in Python to work with SimFire for training agents to fight wildfires on real data.

s-tui

Terminal-based CPU stress and monitoring utility

kanrl

Kolmogorov-Arnold Network for Reinforcement Leaning, initial experiments

rliable

[NeurIPS'21 Outstanding Paper] Library for reliable evaluation on RL and ML benchmarks, even with only a handful of seeds.

rladv

deep-learning

MO-Gymnasium

Multi-objective Gymnasium environments for reinforcement learning

COOL

Controlled Online Optimization Learning (COOL): Finding the Ground State of Spin Hamiltonians with Reinforcement Learning (arXiv:2003.00011)

gif

The matplotlib Animation Extension

nlbayes-python

Python package for NLBayes, an active TF inference algorithm based on noisy logic bayesian models

heatenginegym

A collection of heat engines, based on the OpenAI Gym environment framework for use with reinforcement learning applications.

hyperzero

Code for AAAI 2023 paper "Hypernetworks for Zero-shot Transfer in Reinforcement Learning"

tbparse

Load tensorboard event logs as pandas DataFrames for scientific plotting; Supports both PyTorch and TensorFlow

contextual-control-suite

Contextual MDPs with changing rewards and dynamics, implemented based on DeepMind Control Suite

CGPI

brokenaxes

Create matplotlib plots with broken axes

Rolling-Stones-Play-GO-By-Self-Learning

lilianweng.github.io

My personal page

SchrodingerEq_1D_tutorial

Solving Schrodinger Equation Numerically

napkin

An Infinitely Large Napkin

pycalphad

CALPHAD tools for designing thermodynamic models, calculating phase diagrams and investigating phase equilibria.

smol

Statistical Mechanics on Lattices

liepy

A python package for computations in Lie theory

HandsFree

STL manipulation with hands via camera

SU-tools

many powerful tools for studying irreducible representations of SU(n), including making animations of hadron flavor-state multiplets

lie-algebras

Notes on Lie algebras and their representation theory.

dendron

The personal knowledge management (PKM) tool that grows as you do!